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Multi-Armed Bandits

1,057 papers

Papers per year

5
27
87
38
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Papers

Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023
Delay-Adapted Policy Optimization and Improved Regret for Adversarial MDP with Delayed Bandit Feedback ICML 2023
Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits ICML 2023
Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees ICML 2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023
Bandits with Knapsacks: Advice on Time-Varying Demands ICML 2023
Additive Causal Bandits with Unknown Graph ICML 2023
Weighted Tallying Bandits: Overcoming Intractability via Repeated Exposure Optimality ICML 2023
Communication-Constrained Bandits under Additive Gaussian Noise ICML 2023
Stochastic Gradient Succeeds for Bandits ICML 2023
An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023
Dynamical Linear Bandits ICML 2023
A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback ICML 2023
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees. ICML 2023
Federated Online and Bandit Convex Optimization ICML 2023
Multi-Agent Best Arm Identification with Private Communications ICML 2023
Incentivizing Exploration with Linear Contexts and Combinatorial Actions ICML 2023
Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023
Contextual Conservative Interleaving Bandits ICML 2023
Delayed Feedback in Kernel Bandits ICML 2023
Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts ICML 2023
Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023
Multiplier Bootstrap-based Exploration ICML 2023
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023
Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023